How to exclude objects from cloth's collision?
Yes. This is possible with Collision groups.

Make a Group of the objects you want the sheet to collide with. (select objects and press CtrlG)

Set that group in the cloth collision settings for the sheet under Cloth Collision &gt; Collision Group:



Now the sheet object will only collide with the objects in the group Bed.